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aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

lale

Library for Semi-Automated Data Science

aix360

Interpretability and explainability of data and machine learning models

ibmpairs

open source Python modules for the IBM Environmental Intelligence Geospatial APIs platform

doframework

A Testing Framework for Decision-Optimization Model Learning Algorithms

aif360-fork2

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.